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High-dimensional and low-quality visual information processing [electronic resource] : from structured sensing and understanding

High-dimensional and low-quality visual information processing [electronic resource] : from structured sensing and understanding

Material type
E-Book(소장)
Personal Author
Deng, Yue.
Title Statement
High-dimensional and low-quality visual information processing [electronic resource] : from structured sensing and understanding / Yue Deng.
Publication, Distribution, etc
Berlin;   Heidelberg :   Springer Berlin Heidelberg :   Imprint: Springer,   2015.  
Physical Medium
1 online resource (xv, 99 p.) : ill.
Series Statement
Springer Theses, Recognizing Outstanding Ph.D. Research,2190-5053
ISBN
9783662445266
요약
This thesis primarily focuses on how to carry out intelligent sensing and understand the high-dimensional and low-quality visual information. After exploring the inherent structures of the visual data, it proposes a number of computational models covering an extensive range of mathematical topics, including compressive sensing, graph theory, probabilistic learning and information theory. These computational models are also applied to address a number of real-world problems including biometric recognition, stereo signal reconstruction, natural scene parsing, and SAR image processing.
General Note
Title from e-Book title page.  
Content Notes
Introduction -- Sparse Structure for Visual Signal Sensing -- Graph Structure for Visual Signal Sensing -- Discriminative Structure for Visual Signal Understanding -- Information Theoretic Structure for Visual Signal Understanding -- Conclusions.
Bibliography, Etc. Note
Includes bibliographical references and index.
이용가능한 다른형태자료
Issued also as a book.  
Subject Added Entry-Topical Term
Computer vision. Image processing. Optical data processing.
Short cut
URL
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001 000046039242
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007 cr
008 200728s2015 gw a ob 001 0 eng d
020 ▼a 9783662445266
040 ▼a 211009 ▼c 211009 ▼d 211009
050 4 ▼a TK5102.9
082 0 4 ▼a 006.37 ▼2 23
084 ▼a 006.37 ▼2 DDCK
090 ▼a 006.37
100 1 ▼a Deng, Yue.
245 1 0 ▼a High-dimensional and low-quality visual information processing ▼h [electronic resource] : ▼b from structured sensing and understanding / ▼c Yue Deng.
260 ▼a Berlin; ▼a Heidelberg : ▼b Springer Berlin Heidelberg : ▼b Imprint: Springer, ▼c 2015.
300 ▼a 1 online resource (xv, 99 p.) : ▼b ill.
490 1 ▼a Springer Theses, Recognizing Outstanding Ph.D. Research, ▼x 2190-5053
500 ▼a Title from e-Book title page.
504 ▼a Includes bibliographical references and index.
505 0 ▼a Introduction -- Sparse Structure for Visual Signal Sensing -- Graph Structure for Visual Signal Sensing -- Discriminative Structure for Visual Signal Understanding -- Information Theoretic Structure for Visual Signal Understanding -- Conclusions.
520 ▼a This thesis primarily focuses on how to carry out intelligent sensing and understand the high-dimensional and low-quality visual information. After exploring the inherent structures of the visual data, it proposes a number of computational models covering an extensive range of mathematical topics, including compressive sensing, graph theory, probabilistic learning and information theory. These computational models are also applied to address a number of real-world problems including biometric recognition, stereo signal reconstruction, natural scene parsing, and SAR image processing.
530 ▼a Issued also as a book.
538 ▼a Mode of access: World Wide Web.
650 0 ▼a Computer vision.
650 0 ▼a Image processing.
650 0 ▼a Optical data processing.
830 0 ▼a Springer Theses, Recognizing Outstanding Ph.D. Research.
856 4 0 ▼u https://oca.korea.ac.kr/link.n2s?url=http://dx.doi.org/10.1007/978-3-662-44526-6
945 ▼a KLPA
991 ▼a E-Book(소장)

Holdings Information

No. Location Call Number Accession No. Availability Due Date Make a Reservation Service
No. 1 Location Main Library/e-Book Collection/ Call Number CR 006.37 Accession No. E14029071 Availability Loan can not(reference room) Due Date Make a Reservation Service M

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